The Art of AI
Product Development
Delivering Business Value with Artificial Intelligence
By Janna Lipenkova • Published by Manning Publications
About the Book
"The Art of AI Product Development" is a comprehensive guide for business leaders, product managers, and technical practitioners who want to create successful AI products that deliver real business value.
This book provides a structured approach to AI product development, from identifying opportunities and designing solutions to implementation and continuous improvement, all while keeping business objectives and user needs at the center.
Content
The book is organized into three comprehensive parts, guiding you through the complete AI product development journey.
Part 1
Discovery
Learn how to identify high-value AI opportunities in your business, understand the AI solution space, and create a strategic roadmap for implementation.
- •Creating value with AI-driven products
- •Discovering and prioritizing AI opportunities
- •A map of the AI solution space
Part 2
Development
Master the technical aspects of AI product development, from working with language models to implementing search, retrieval, and agentic AI systems.
- •Predictive AI and language models
- •Prompt engineering and fine-tuning
- •Search, RAG, and agentic AI workflows
Part 3
Adoption
Ensure successful adoption of your AI products through effective UX design, governance frameworks, and stakeholder management.
- •AI user experience: Designing for uncertainty
- •AI governance and ethical considerations
- •Working with stakeholders
Testimonials
"Great starting point and read for anyone new to AI product development."
"Janna's book cuts through the AI hype, providing product managers with practical strategies and actionable frameworks across the product life cycle to drive meaningful impact through responsible AI practices."
"Great coverage of multiple use cases and frameworks that guided us planning and implementing ML-based software. It helped my team go beyond the hype to create actual value. I highly recommend it to everyone."
"The reference to learn how to build an AI product"
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